[HTML][HTML] A comprehensive survey of deep learning in the field of medical imaging and medical natural language processing: Challenges and research directions
B Pandey, DK Pandey, BP Mishra… - Journal of King Saud …, 2022 - Elsevier
The extensive growth of data in the health domain has increased the utility of Deep Learning
in health. Deep learning is a highly advanced successor of artificial neural networks, having …
in health. Deep learning is a highly advanced successor of artificial neural networks, having …
[HTML][HTML] Social media as a research tool (SMaaRT) for risky behavior analytics: methodological review
Background: Modifiable risky health behaviors, such as tobacco use, excessive alcohol use,
being overweight, lack of physical activity, and unhealthy eating habits, are some of the …
being overweight, lack of physical activity, and unhealthy eating habits, are some of the …
Learn#: A Novel incremental learning method for text classification
G Shan, S Xu, L Yang, S Jia, Y Xiang - Expert Systems with Applications, 2020 - Elsevier
Deep learning is an effective method for extracting the underlying information in text.
However, it performs better on closed datasets and is less effective in real-world scenarios …
However, it performs better on closed datasets and is less effective in real-world scenarios …
[HTML][HTML] Patterns of routes of administration and drug tampering for nonmedical opioid consumption: data mining and content analysis of reddit discussions
Background The complex unfolding of the US opioid epidemic in the last 20 years has been
the subject of a large body of medical and pharmacological research, and it has sparked a …
the subject of a large body of medical and pharmacological research, and it has sparked a …
[HTML][HTML] The influence of social media affordances on drug dealer posting behavior across multiple social networking sites (SNS)
Social media has been documented as widely used for initiating online sales of illicit drugs
such as opioids. However, not much is known about how affordances of social networking …
such as opioids. However, not much is known about how affordances of social networking …
[HTML][HTML] The adverse effects and nonmedical use of methylphenidate before and after the outbreak of Covid-19: Machine learning analysis
Background Methylphenidate is an effective first-line treatment for attention-
deficit/hyperactivity disorder (ADHD). However, many adverse effects of methylphenidate …
deficit/hyperactivity disorder (ADHD). However, many adverse effects of methylphenidate …
[HTML][HTML] Discerning conversational context in online health communities for personalized digital behavior change solutions using Pragmatics to Reveal Intent in Social …
Abstract Background Online health communities (OHCs) have emerged as prominent
platforms for behavior modification, and the digitization of online peer interactions has …
platforms for behavior modification, and the digitization of online peer interactions has …
Insights from the Twittersphere: a cross-sectional study of public perceptions, usage patterns, and geographical differences of tweets discussing cocaine
C Castillo-Toledo, O Fraile-Martínez… - Frontiers in …, 2024 - frontiersin.org
Introduction Cocaine abuse represents a major public health concern. The social perception
of cocaine has been changing over the decades, a phenomenon closely tied to its patterns …
of cocaine has been changing over the decades, a phenomenon closely tied to its patterns …
Effect of feedback on drug consumption disclosures on social media
H Jangra, R Shah, P Kumaraguru - Proceedings of the International …, 2023 - ojs.aaai.org
Deaths due to drug overdose in the US have doubled in the last decade. Drug-related
content on social media has also exploded in the same time frame. The pseudo-anonymous …
content on social media has also exploded in the same time frame. The pseudo-anonymous …
Drug abuse detection in twitter-sphere: Graph-based approach
KM Saifuddin, MIK Islam… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The rate of non-medical use of opioid drugs has increased markedly since the early 2000s.
Due to this non-medical use, abusers suffer from different adverse effects that include …
Due to this non-medical use, abusers suffer from different adverse effects that include …